DEEP LEARNING TECHNOLOGY EXPERT
SELF-LEARNING AUTOMATED INSPECTION SOLUTIONS FOR RAILWAYS
KleinTech’s self-learning automated inspection solutions examine trains, cargo, tracks and their surrounding area faster and more precisely.
With KleinTech solutions, freight carrier companies, railway asset managers and other companies which deal with railways can significantly reduce costs associated with train and cargo inspection and railway maintenance.
KleinTech has relevant experience providing inspection systems for the railway industry and is not afraid of the challenges created by the strictly-regulated and history-rich industry.
KleinTech is the pioneer
in combining deep learning
technology with machine
vision and, by doing so,
creating innovative solutions
for the railway industry.
Solutions for Railways
Founded in 2010 by a team of passionate IT specialists, eager to bring together their knowledge of various software systems, the transport industry and the latest technology, KleinTech is a privately owned European company with o�ces in Germany and Latvia.
KleinTech develops easy-to-use deep learning inspection systems. With this deep learning technology, a machine can be trained to recognize patterns and deviations from the norm faster and with a higher precision than a human could. Once the deep learning algorithm is added, the machine is able to learn and improve itself.
The strategic goal of KleinTech is to become the go-to company for the development of complex deep learning inspection systems for the transport and security industry.
KleinTech believes the evolution of technology is inevitable and wants to be a part of the few who develop the robots of the future. KleinTech sees robots and the automation of tasks, which are still currently carried out by humans, as an opportunity to make society freer and safer.
KleinTech philosophy is to create value for its customers by delivering better solutions than those originally requested by the clients.
KleinTech provides
the smartest self-learning
automated inspection solutions
for the transport and
security industry.
About KleinTech
TrainINSPECT automates train inspection – it collects and stores freight identification numbers and visual data of the wagon and cargo, adding the advantage of training the system to recognize patterns and deviations from the norm with deep learning algorithms. TrainINSPECT significantly reduces inspection costs and time.
Each solution is customized, TrainINSPECT can be integrated with other systems in use, including KleinTech’s VehicleINSPECT and SAFEArea, for use in ports and logistic hubs.
TrainINSPECT combines proprietary deep learning technology with reliable hardware to deliver an unmatched recognition rate, create added value for the railway management business and increase safety for the railway industry.
TrainINSPECT is a high
precision, easy to use
automated train and freight
inspection system made
intelligent with deep
learning technology.
TrainINSPECT
ADVANTAGES
FEATURES
Significantly reduces train and cargo inspectioncosts and time
Able to learn and improve itself
Automates reporting and validates the received information
Provides evidence for insurance claims
Minimal hardware maintenance and easy-to-usesystem interface
Increases safety for the railways
1. Wagon & cargo number, RFID tag, specialmarkings and cargo damages recognition
2. Detection of open wagon cargo state (empty/full/goods missing) and hatch position using deep learning and pattern comparison technology
3. High precision axle number, train speed and direction detection
4. Cargo oversize identification using 3D laser scanner technology
5. Wagon type recognition using deep learningtechnology
6. Detection of tank wagon hatch position using deep learning and pattern comparison technology
7. Detection of liquid level carried by tank wagon and cargo overheating using infrared camera
8. Pantograph inspection
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ADVANTAGES
Significantly eases and reduces the costs of preventive rail maintenance
Easily installed on most locomotives
Uses unique laser scanners for rail profiling
Collects rail profiling and railway sleeper damage data, provides exact location of detected risk area
Inspects railway sleepers and their mounts for cracks and defects with a high resolution line scan camera
Easily integrated with other maintenance systems
Automates level crossing inspection process
Decreases accidents on level crossings Sends timely warning to a train driver if an object is detectedon the level crossing Integrates with signalling system
Uses unique laser scanners that reduces false positives
RailVIEW scans the rail profile to detect general rail wear, level changes and damage to railways sleepers, which could threaten railway safety or performance. With deep learning technology, RailVIEW can detect deviation from the norm and provide information prior to detailed rail wear inspections thereby increasing e�ciency.
RailVIEW is a solution for
the initial inspection of rail wear
and damage to railway sleepers,
which significantly reduces
costs associated with detailed
rail wear inspection.
RailVIEW
ADVANTAGES
BarrierVIEW uses unique laser scanners with high precision even in rough weather conditions. These scanners are able to detect an object on the railroad crossing and the system promptly warns train drivers to reduce the speed to avoid an accident.
BarrierVIEW is a solution for
level crossing inspection,
which warns train drivers about
an object on the crossing
thereby helping to prevent
accidents.
BarrierVIEWADVANTAGES
Significantly eases and reduces costs of track preventivemaintenance Easily installed on top of a regular train locomotive
Identifies potential risks to train’s safety – hazardous trees, embankment slip, sand dunes, among others, using patterncomparison technology
Detects exact GPS location of the risk area
Carries out tunnel and railway infrastructure inspections
Sends warnings about detected risks to the maintenance team
Integrates with geographic information system and assetinventory management systems
TrackVIEW creates a 3D image and 360° view of the environment around the track and uses pattern comparison technology to identify deviations from norm – damaged or lost rail infrastructure objects and objects in the area, which may pose threat to train’s safety.
TrackVIEW creates value for rail infrastructure managers automating rail track preventive maintenance.
TrackVIEW is a low-cost, preventive
maintenance solution for inspecting
the area surrounding the rail track
and detecting potential risks to
the train’s safety.
TrackVIEW
SAFETrain provides intelligent video analysis of the train’s surrounding area and warns the driver of potential risks. It collects and analyses data about location, speed, direction, fuel consumption, oil level, etc. and warns of deviations from the norm. SAFETrain also provides video and audio recording from the driver’s cabin.
SAFETrain stores all maintenance and on-going system analysis data, interior and exterior camera stream and other data in a cloud based storage in real time and in the actual Black Box, assuring double security.
SAFETrain combines proprietary deep learning technology with reliable hardware to create good value for the railway management business and increase train safety.
SAFETrain is the BlackBox for
trains – it is a next generation
analytics and smart data system,
which records the train’s activities
providing real-time support to its
driver and tracking the train for
safety and asset management
purposes.
SAFETrain
ADVANTAGES
Increases train and rail infrastructure safety
Enables train fleet management remotely through a centralized management system
Provides detailed information about the train’s technical condition and geographic location
Assists the train driver while enabling the supervisionof his actions
1. Video recording from multiple cameras installed on the train’s front, sides and rear
2. Video streaming for the driver to support him/her during di�erent manoeuvres
3. Video and audio recording from the driver’s cabin
4. Data collection from multitude of devices within locomotive – temperature, moisture, flows of liquids, voltage, among others
5. Data collection on train’s location, speed, direction, acceleration
6. Warning and data transmission to central server in case of emergency
7. Identification of unknown people entering locomotive by facial recognition
8. Integration with other systems
9. Installed infrared vision, able to detect potential risks 110 m ahead
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KleinTech Products
INSPECT
Wayside TransportInspection Systems
VIEW
Railroad and Road InfrastructureInspection Systems
SAFE
Area Inspection Systems
recognition of numbers &various markings, cargo oversize
and damage inspection
TrainINSPECT
vehicle inspectionat self-service entry/exit points
VehicleINSPECT
data collectionfrom and about vehicles
in motion
RoadINSPECT
inspection of areas surroundingtracks and roads
TrackVIEW
preventive maintenance inspectionof rails and railway sleepers
RailVIEW
level crossing inspectionfor object detection
BarrierVIEW
the BlackBox for trains – train safety and maintenance
inspection system
SAFETrain
intelligent area surveillanceevent analytics
SAFEArea
intelligent city surveillanceevent analytics
SAFECity
ADVANTAGESIncreases safety of the freight wagon and cargo in high risk areas Automates cargo management in a logistic hub by cargo mapping/allocation
Recognizes numbers, faces, identifies deviations from the norm and/or unattended objects
Provides an extensive archive for events associated with each particular cargo or other defined objects in the area
Sends automated notifications to security and/or other teams
Can be integrated with existing CCTV cameras/systems in use
SAFEArea enables the complete surveillance of a freight wagon, cargo container or other object from entering an enclosed area, like a port or logistic hub, until leaving it. This solution allows the possibility to follow the object everywhere in the closed area and stores all information about any events in which the object would be involved, such as collisions, detour from a designated route, delays in shipping times.
SAFEArea combines intelligent video surveillance with deep learning technology to create an automated inspection solution unmatched in the market for increasing security within a designated area.
SAFEArea is an intelligent security
solution with deep learning
technology, which can detect
emergency and/or potential
security risks in a specific area.
SAFEArea
O�ce in Germany:Lerchenstraße 51, 70176 StuttgartPhone Nr.: +49 692 573 672 78
O�ce in Latvia:Elijas St. 17-8, LV 1050, RīgaPhone Nr.: +371 677 046 70
E-mail: [email protected]: www.kleintech.net
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